Code release for NeurIPS 2023 paper SlotDiffusion: Object-centric Learning with Diffusion Models
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Jan 16, 2024 - Python
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object-centric-learning
Here are 11 public repositories matching this topic...
Official implementation of the CVPR'24 paper [Adaptive Slot Attention: Object Discovery with Dynamic Slot Number]
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Nov 1, 2024 - Python
Official PyTorch implementation of "Entity-Centric Reinforcement Learning for Object Manipulation from Pixels", Haramati et al., ICLR 2024
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Apr 15, 2024 - Python
Official implementation of: "Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions" by Villar-Corrales et al. ICIP 2023
transformers
unsupervised-learning
video-prediction
object-centric-video-prediction
object-centric-learning
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Oct 16, 2023 - Python
Official code repository for NeurIPS 2024 paper "Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery"
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Oct 14, 2024 - Python
[ICLR'24] Learning to Compose: Improving Object Centric Learning by Injecting Compositionality
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Aug 21, 2024 - Python
Official code repository for NeurIPS 2023 paper "Contrastive Training of Complex-Valued Autoencoders for Object Discovery"
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Oct 3, 2024 - Python
Unofficial implementation of SAVi in PyTorch
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Mar 1, 2023 - Python
Simple Codebases for Benchmarking Object-Centric Architectures
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May 25, 2023 - Python
Object-Centric Disentangled Mechanisms
computer-vision
deep-learning
generative-model
variational-autoencoder
disentanglement
compositional-generalization
object-centric-learning
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Mar 19, 2024 - Python
Self-supervised learning of Video Object Segmentation using DINOSAUR and SAVi
computer-vision
object-segmentation
video-object-segmentation
object-centric-video-prediction
object-centric-learning
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May 17, 2023 - Jupyter Notebook
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